Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 828782 |
| Missing cells | 2599782 |
| Missing cells (%) | 14.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 192.9 MiB |
| Average record size in memory | 244.0 B |
Variable types
| NUM | 15 |
|---|---|
| CAT | 4 |
| UNSUPPORTED | 3 |
operation_car has constant value "828782" | Constant |
operation_date has a high cardinality: 21883 distinct values | High cardinality |
operation_st_esr is highly correlated with index_train | High correlation |
index_train is highly correlated with operation_st_esr | High correlation |
adm has 828782 (100.0%) missing values | Missing |
danger has 828782 (100.0%) missing values | Missing |
gruz has 8386 (1.0%) missing values | Missing |
rod_train has 46070 (5.6%) missing values | Missing |
tare_weight has 828782 (100.0%) missing values | Missing |
weight_brutto has 45731 (5.5%) missing values | Missing |
ssp_station_id is highly skewed (γ1 = 123.3751596) | Skewed |
df_index has unique values | Unique |
adm is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
danger is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
tare_weight is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
receiver has 103858 (12.5%) zeros | Zeros |
sender has 95858 (11.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-04-14 19:41:58.391910 |
|---|---|
| Analysis finished | 2021-04-14 19:45:25.626611 |
| Duration | 3 minutes and 27.23 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 828782 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2069137.017 |
|---|---|
| Minimum | 6 |
| Maximum | 4189911 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 204218.3 |
| Q1 | 1040135.5 |
| median | 2029278 |
| Q3 | 3075855.5 |
| 95-th percentile | 4021362.85 |
| Maximum | 4189911 |
| Range | 4189905 |
| Interquartile range (IQR) | 2035720 |
Descriptive statistics
| Standard deviation | 1206481.986 |
|---|---|
| Coefficient of variation (CV) | 0.5830846271 |
| Kurtosis | -1.160196735 |
| Mean | 2069137.017 |
| Median Absolute Deviation (MAD) | 1013957.5 |
| Skewness | 0.06034024923 |
| Sum | 1.714863515e+12 |
| Variance | 1.455598783e+12 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 4098 | 1 | < 0.1% | |
| 2845635 | 1 | < 0.1% | |
| 576439 | 1 | < 0.1% | |
| 570296 | 1 | < 0.1% | |
| 572345 | 1 | < 0.1% | |
| 568251 | 1 | < 0.1% | |
| 2659260 | 1 | < 0.1% | |
| 2661309 | 1 | < 0.1% | |
| 2655166 | 1 | < 0.1% | |
| 2847680 | 1 | < 0.1% | |
| 2849729 | 1 | < 0.1% | |
| 2843586 | 1 | < 0.1% | |
| 2839492 | 1 | < 0.1% | |
| 668648 | 1 | < 0.1% | |
| 2837447 | 1 | < 0.1% | |
| 2823116 | 1 | < 0.1% | |
| 723919 | 1 | < 0.1% | |
| 2882513 | 1 | < 0.1% | |
| 2874325 | 1 | < 0.1% | |
| 2862043 | 1 | < 0.1% | |
| 2851806 | 1 | < 0.1% | |
| 2782176 | 1 | < 0.1% | |
| 687073 | 1 | < 0.1% | |
| 2778082 | 1 | < 0.1% | |
| 574390 | 1 | < 0.1% | |
| Other values (828757) | 828757 | > 99.9% |
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 33 | 1 | < 0.1% | |
| 37 | 1 | < 0.1% | |
| 55 | 1 | < 0.1% | |
| 56 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4189911 | 1 | < 0.1% | |
| 4189910 | 1 | < 0.1% | |
| 4189909 | 1 | < 0.1% | |
| 4189907 | 1 | < 0.1% | |
| 4189903 | 1 | < 0.1% | |
| 4189900 | 1 | < 0.1% | |
| 4189897 | 1 | < 0.1% | |
| 4189888 | 1 | < 0.1% | |
| 4189883 | 1 | < 0.1% | |
| 4189880 | 1 | < 0.1% |
| Distinct | 28686 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.122461062e+14 |
|---|---|
| Minimum | 1.04001941e+11 |
| Maximum | 9.98100944e+14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 1.04001941e+11 |
|---|---|
| 5-th percentile | 8.417039369e+14 |
| Q1 | 8.647056599e+14 |
| median | 9.11605421e+14 |
| Q3 | 9.54704897e+14 |
| 95-th percentile | 9.85906854e+14 |
| Maximum | 9.98100944e+14 |
| Range | 9.979969421e+14 |
| Interquartile range (IQR) | 8.999923709e+13 |
Descriptive statistics
| Standard deviation | 5.16135871e+13 |
|---|---|
| Coefficient of variation (CV) | 0.05657857759 |
| Kurtosis | 21.05474671 |
| Mean | 9.122461062e+14 |
| Median Absolute Deviation (MAD) | 4.679640817e+13 |
| Skewness | -1.40690022 |
| Sum | 7.560531524e+20 |
| Variance | 2.663962373e+27 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 8.62201245e+14 | 670 | 0.1% | |
| 8.622019499e+14 | 501 | 0.1% | |
| 8.401096399e+14 | 355 | < 0.1% | |
| 8.622014681e+14 | 345 | < 0.1% | |
| 9.859068149e+14 | 336 | < 0.1% | |
| 9.8590689e+14 | 329 | < 0.1% | |
| 9.859068329e+14 | 316 | < 0.1% | |
| 9.245018559e+14 | 288 | < 0.1% | |
| 8.713041092e+14 | 284 | < 0.1% | |
| 8.315040978e+14 | 280 | < 0.1% | |
| 8.719063418e+14 | 272 | < 0.1% | |
| 8.614069349e+14 | 272 | < 0.1% | |
| 8.628030039e+14 | 272 | < 0.1% | |
| 8.649023809e+14 | 268 | < 0.1% | |
| 8.63806341e+14 | 260 | < 0.1% | |
| 9.54704897e+14 | 260 | < 0.1% | |
| 8.72504582e+14 | 257 | < 0.1% | |
| 8.746030929e+14 | 252 | < 0.1% | |
| 9.85906844e+14 | 249 | < 0.1% | |
| 9.85906895e+14 | 248 | < 0.1% | |
| 9.369030572e+14 | 248 | < 0.1% | |
| 9.845024369e+14 | 246 | < 0.1% | |
| 9.85906008e+14 | 245 | < 0.1% | |
| 8.336034238e+14 | 237 | < 0.1% | |
| 8.315040478e+14 | 234 | < 0.1% | |
| Other values (28661) | 821258 | 99.1% |
| Value | Count | Frequency (%) | |
| 1.04001941e+11 | 1 | < 0.1% | |
| 1.090500295e+13 | 1 | < 0.1% | |
| 1.540004499e+13 | 1 | < 0.1% | |
| 1.540005295e+13 | 2 | < 0.1% | |
| 1.540005395e+13 | 2 | < 0.1% | |
| 3.300431497e+13 | 1 | < 0.1% | |
| 3.300476593e+13 | 2 | < 0.1% | |
| 3.690500899e+13 | 34 | < 0.1% | |
| 6.000158698e+13 | 31 | < 0.1% | |
| 6.000159598e+13 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.98100944e+14 | 2 | < 0.1% | |
| 9.98100943e+14 | 10 | < 0.1% | |
| 9.98100942e+14 | 7 | < 0.1% | |
| 9.9810094e+14 | 7 | < 0.1% | |
| 9.98100939e+14 | 10 | < 0.1% | |
| 9.98100938e+14 | 3 | < 0.1% | |
| 9.98100022e+14 | 3 | < 0.1% | |
| 9.9810002e+14 | 8 | < 0.1% | |
| 9.98100018e+14 | 9 | < 0.1% | |
| 9.98100017e+14 | 3 | < 0.1% |
length
Real number (ℝ≥0)
| Distinct | 73 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.03947307 |
|---|---|
| Minimum | 0.7 |
| Maximum | 2.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 0.7 |
|---|---|
| 5-th percentile | 0.87 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1.59 |
| Maximum | 2.6 |
| Range | 1.9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1998735484 |
|---|---|
| Coefficient of variation (CV) | 0.1922835273 |
| Kurtosis | 8.976522469 |
| Mean | 1.03947307 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.986348406 |
| Sum | 861496.57 |
| Variance | 0.03994943536 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 529503 | 63.9% | |
| 0.87 | 92876 | 11.2% | |
| 1.06 | 79207 | 9.6% | |
| 0.83 | 17895 | 2.2% | |
| 1.82 | 17118 | 2.1% | |
| 1.85 | 12300 | 1.5% | |
| 1.41 | 10814 | 1.3% | |
| 0.85 | 9607 | 1.2% | |
| 1.05 | 8327 | 1.0% | |
| 1.22 | 7596 | 0.9% | |
| 1.36 | 6755 | 0.8% | |
| 1.83 | 4713 | 0.6% | |
| 0.79 | 3790 | 0.5% | |
| 1.01 | 3611 | 0.4% | |
| 0.86 | 3233 | 0.4% | |
| 1.11 | 2885 | 0.3% | |
| 1.6 | 2298 | 0.3% | |
| 1.27 | 2000 | 0.2% | |
| 1.32 | 1854 | 0.2% | |
| 1.03 | 1409 | 0.2% | |
| 1.35 | 1239 | 0.1% | |
| 1.89 | 891 | 0.1% | |
| 1.77 | 877 | 0.1% | |
| 1.67 | 861 | 0.1% | |
| 1.31 | 679 | 0.1% | |
| Other values (48) | 6444 | 0.8% |
| Value | Count | Frequency (%) | |
| 0.7 | 3 | < 0.1% | |
| 0.78 | 21 | < 0.1% | |
| 0.79 | 3790 | 0.5% | |
| 0.82 | 12 | < 0.1% | |
| 0.83 | 17895 | 2.2% | |
| 0.85 | 9607 | 1.2% | |
| 0.86 | 3233 | 0.4% | |
| 0.87 | 92876 | 11.2% | |
| 0.88 | 9 | < 0.1% | |
| 0.9 | 388 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.6 | 1 | < 0.1% | |
| 2.13 | 56 | < 0.1% | |
| 1.93 | 5 | < 0.1% | |
| 1.92 | 320 | < 0.1% | |
| 1.89 | 891 | 0.1% | |
| 1.85 | 12300 | 1.5% | |
| 1.84 | 127 | < 0.1% | |
| 1.83 | 4713 | 0.6% | |
| 1.82 | 17118 | 2.1% | |
| 1.81 | 1 | < 0.1% |
car_number
Real number (ℝ≥0)
| Distinct | 379108 |
|---|---|
| Distinct (%) | 45.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59707244.2 |
|---|---|
| Minimum | 20023164 |
| Maximum | 98099997 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 20023164 |
|---|---|
| 5-th percentile | 34147554.3 |
| Q1 | 53563920 |
| median | 58697339 |
| Q3 | 63141584 |
| 95-th percentile | 94277423 |
| Maximum | 98099997 |
| Range | 78076833 |
| Interquartile range (IQR) | 9577664 |
Descriptive statistics
| Standard deviation | 13646097.57 |
|---|---|
| Coefficient of variation (CV) | 0.2285501158 |
| Kurtosis | 1.900152491 |
| Mean | 59707244.2 |
| Median Absolute Deviation (MAD) | 4774189 |
| Skewness | 0.8157092536 |
| Sum | 4.948428926e+13 |
| Variance | 1.86215979e+14 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 55864821 | 52 | < 0.1% | |
| 55822928 | 49 | < 0.1% | |
| 55927537 | 49 | < 0.1% | |
| 55701130 | 48 | < 0.1% | |
| 55822944 | 47 | < 0.1% | |
| 55626428 | 47 | < 0.1% | |
| 55864227 | 44 | < 0.1% | |
| 32020406 | 42 | < 0.1% | |
| 55924526 | 40 | < 0.1% | |
| 44606663 | 40 | < 0.1% | |
| 32020463 | 38 | < 0.1% | |
| 34165936 | 38 | < 0.1% | |
| 55864466 | 38 | < 0.1% | |
| 55864409 | 37 | < 0.1% | |
| 32020257 | 37 | < 0.1% | |
| 55954689 | 37 | < 0.1% | |
| 34164475 | 37 | < 0.1% | |
| 55997936 | 37 | < 0.1% | |
| 55952550 | 37 | < 0.1% | |
| 32020315 | 37 | < 0.1% | |
| 55864847 | 37 | < 0.1% | |
| 55954481 | 36 | < 0.1% | |
| 55954358 | 36 | < 0.1% | |
| 55997951 | 36 | < 0.1% | |
| 55832158 | 36 | < 0.1% | |
| Other values (379083) | 827770 | 99.9% |
| Value | Count | Frequency (%) | |
| 20023164 | 1 | < 0.1% | |
| 20356879 | 1 | < 0.1% | |
| 21082482 | 1 | < 0.1% | |
| 21094370 | 1 | < 0.1% | |
| 21136163 | 6 | < 0.1% | |
| 21136429 | 6 | < 0.1% | |
| 21136445 | 1 | < 0.1% | |
| 21137609 | 2 | < 0.1% | |
| 21138474 | 4 | < 0.1% | |
| 21139175 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 98099997 | 2 | < 0.1% | |
| 98099989 | 2 | < 0.1% | |
| 98099971 | 2 | < 0.1% | |
| 98099963 | 2 | < 0.1% | |
| 98099955 | 2 | < 0.1% | |
| 98099948 | 2 | < 0.1% | |
| 98099930 | 2 | < 0.1% | |
| 98099922 | 2 | < 0.1% | |
| 98099914 | 2 | < 0.1% | |
| 98099906 | 2 | < 0.1% |
destination_esr
Real number (ℝ≥0)
| Distinct | 1894 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 5420 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 812924.1917 |
|---|---|
| Minimum | 10002 |
| Maximum | 998100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 10002 |
|---|---|
| 5-th percentile | 76404 |
| Q1 | 860206 |
| median | 887603 |
| Q3 | 944702 |
| 95-th percentile | 986103 |
| Maximum | 998100 |
| Range | 988098 |
| Interquartile range (IQR) | 84496 |
Descriptive statistics
| Standard deviation | 250954.9079 |
|---|---|
| Coefficient of variation (CV) | 0.3087064088 |
| Kurtosis | 3.658859912 |
| Mean | 812924.1917 |
| Median Absolute Deviation (MAD) | 48501 |
| Skewness | -2.22903076 |
| Sum | 6.693308883e+11 |
| Variance | 6.297836578e+10 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 986103 | 28605 | 3.5% | |
| 967808 | 27105 | 3.3% | |
| 76404 | 22960 | 2.8% | |
| 947005 | 21740 | 2.6% | |
| 862108 | 20936 | 2.5% | |
| 864902 | 17415 | 2.1% | |
| 861406 | 15209 | 1.8% | |
| 863007 | 13718 | 1.7% | |
| 864809 | 13573 | 1.6% | |
| 937906 | 13049 | 1.6% | |
| 864207 | 12352 | 1.5% | |
| 932207 | 11667 | 1.4% | |
| 862201 | 10223 | 1.2% | |
| 911605 | 9138 | 1.1% | |
| 989309 | 8995 | 1.1% | |
| 887603 | 8559 | 1.0% | |
| 887904 | 8294 | 1.0% | |
| 860206 | 8250 | 1.0% | |
| 883809 | 7393 | 0.9% | |
| 893106 | 7367 | 0.9% | |
| 984700 | 7204 | 0.9% | |
| 985702 | 6902 | 0.8% | |
| 18502 | 6737 | 0.8% | |
| 987801 | 6581 | 0.8% | |
| 881408 | 6275 | 0.8% | |
| Other values (1869) | 503115 | 60.7% |
| Value | Count | Frequency (%) | |
| 10002 | 9 | < 0.1% | |
| 10303 | 27 | < 0.1% | |
| 11306 | 1 | < 0.1% | |
| 11804 | 9 | < 0.1% | |
| 13000 | 1 | < 0.1% | |
| 14906 | 192 | < 0.1% | |
| 15400 | 12 | < 0.1% | |
| 15701 | 403 | < 0.1% | |
| 15805 | 1 | < 0.1% | |
| 16009 | 546 | 0.1% |
| Value | Count | Frequency (%) | |
| 998100 | 108 | < 0.1% | |
| 997502 | 38 | < 0.1% | |
| 997108 | 1 | < 0.1% | |
| 996904 | 178 | < 0.1% | |
| 996800 | 1 | < 0.1% | |
| 996603 | 24 | < 0.1% | |
| 996302 | 40 | < 0.1% | |
| 995808 | 19 | < 0.1% | |
| 995507 | 148 | < 0.1% | |
| 995403 | 72 | < 0.1% |
| Distinct | 900 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 8386 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 192001.8636 |
|---|---|
| Minimum | 3009 |
| Maximum | 999993 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 3009 |
|---|---|
| 5-th percentile | 3009 |
| Q1 | 161043 |
| median | 161128 |
| Q3 | 221066 |
| 95-th percentile | 421034 |
| Maximum | 999993 |
| Range | 996984 |
| Interquartile range (IQR) | 60023 |
Descriptive statistics
| Standard deviation | 108975.9307 |
|---|---|
| Coefficient of variation (CV) | 0.5675774631 |
| Kurtosis | 7.442694572 |
| Mean | 192001.8636 |
| Median Absolute Deviation (MAD) | 9902 |
| Skewness | 1.884757103 |
| Sum | 1.575175609e+11 |
| Variance | 1.187575347e+10 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 161128 | 150400 | 18.1% | |
| 161096 | 57035 | 6.9% | |
| 3009 | 52249 | 6.3% | |
| 161043 | 45438 | 5.5% | |
| 161113 | 36037 | 4.3% | |
| 161185 | 35561 | 4.3% | |
| 141092 | 29121 | 3.5% | |
| 236038 | 24799 | 3.0% | |
| 214039 | 21659 | 2.6% | |
| 161170 | 21142 | 2.6% | |
| 161016 | 17838 | 2.2% | |
| 91118 | 17229 | 2.1% | |
| 421034 | 16241 | 2.0% | |
| 211056 | 15524 | 1.9% | |
| 161132 | 13038 | 1.6% | |
| 81188 | 11946 | 1.4% | |
| 321067 | 11859 | 1.4% | |
| 161147 | 11585 | 1.4% | |
| 232431 | 10532 | 1.3% | |
| 221066 | 9640 | 1.2% | |
| 281048 | 9520 | 1.1% | |
| 321029 | 8089 | 1.0% | |
| 221136 | 8038 | 1.0% | |
| 171030 | 6872 | 0.8% | |
| 214043 | 6851 | 0.8% | |
| Other values (875) | 172153 | 20.8% | |
| (Missing) | 8386 | 1.0% |
| Value | Count | Frequency (%) | |
| 3009 | 52249 | 6.3% | |
| 11005 | 2149 | 0.3% | |
| 11132 | 1 | < 0.1% | |
| 12008 | 5 | < 0.1% | |
| 13000 | 129 | < 0.1% | |
| 14003 | 232 | < 0.1% | |
| 15006 | 77 | < 0.1% | |
| 16009 | 17 | < 0.1% | |
| 17035 | 24 | < 0.1% | |
| 18019 | 29 | < 0.1% |
| Value | Count | Frequency (%) | |
| 999993 | 775 | 0.1% | |
| 999902 | 10 | < 0.1% | |
| 989399 | 7 | < 0.1% | |
| 974816 | 5 | < 0.1% | |
| 953716 | 3 | < 0.1% | |
| 953237 | 11 | < 0.1% | |
| 952798 | 12 | < 0.1% | |
| 950879 | 2 | < 0.1% | |
| 940716 | 2 | < 0.1% | |
| 921190 | 2 | < 0.1% |
loaded
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| 1 | |
|---|---|
| 2 |
| Value | Count | Frequency (%) | |
| 1 | 457635 | 55.2% | |
| 2 | 371147 | 44.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| . | 828782 | 33.3% | |
| 0 | 828782 | 33.3% | |
| 1 | 457635 | 18.4% | |
| 2 | 371147 | 14.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1657564 | 66.7% | |
| Other Punctuation | 828782 | 33.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 828782 | 50.0% | |
| 1 | 457635 | 27.6% | |
| 2 | 371147 | 22.4% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 828782 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 2486346 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| . | 828782 | 33.3% | |
| 0 | 828782 | 33.3% | |
| 1 | 457635 | 18.4% | |
| 2 | 371147 | 14.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2486346 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| . | 828782 | 33.3% | |
| 0 | 828782 | 33.3% | |
| 1 | 457635 | 18.4% | |
| 2 | 371147 | 14.9% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| 4 |
|---|
| Value | Count | Frequency (%) | |
| 4 | 828782 | 100.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 4 | 828782 | 33.3% | |
| . | 828782 | 33.3% | |
| 0 | 828782 | 33.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1657564 | 66.7% | |
| Other Punctuation | 828782 | 33.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 4 | 828782 | 50.0% | |
| 0 | 828782 | 50.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 828782 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 2486346 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4 | 828782 | 33.3% | |
| . | 828782 | 33.3% | |
| 0 | 828782 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2486346 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 4 | 828782 | 33.3% | |
| . | 828782 | 33.3% | |
| 0 | 828782 | 33.3% |
| Distinct | 21883 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| 2020-07-16 17:30:00 | 299 |
|---|---|
| 2020-07-24 22:25:00 | 298 |
| 2020-07-28 20:30:00 | 288 |
| 2020-07-21 22:30:00 | 285 |
| 2020-07-21 18:06:00 | 280 |
| Other values (21878) |
| Value | Count | Frequency (%) | |
| 2020-07-16 17:30:00 | 299 | < 0.1% | |
| 2020-07-24 22:25:00 | 298 | < 0.1% | |
| 2020-07-28 20:30:00 | 288 | < 0.1% | |
| 2020-07-21 22:30:00 | 285 | < 0.1% | |
| 2020-07-21 18:06:00 | 280 | < 0.1% | |
| 2020-07-26 00:18:00 | 275 | < 0.1% | |
| 2020-07-29 10:05:00 | 272 | < 0.1% | |
| 2020-07-16 12:50:00 | 270 | < 0.1% | |
| 2020-07-25 00:31:00 | 268 | < 0.1% | |
| 2020-07-24 20:10:00 | 266 | < 0.1% | |
| 2020-07-18 21:01:00 | 264 | < 0.1% | |
| 2020-07-18 17:21:00 | 263 | < 0.1% | |
| 2020-07-17 17:00:00 | 262 | < 0.1% | |
| 2020-07-26 08:14:00 | 258 | < 0.1% | |
| 2020-07-24 18:01:00 | 258 | < 0.1% | |
| 2020-07-23 17:12:00 | 257 | < 0.1% | |
| 2020-07-31 18:45:00 | 254 | < 0.1% | |
| 2020-07-16 16:00:00 | 254 | < 0.1% | |
| 2020-07-18 08:30:00 | 253 | < 0.1% | |
| 2020-07-19 07:05:00 | 253 | < 0.1% | |
| 2020-07-27 20:40:00 | 251 | < 0.1% | |
| 2020-07-22 20:00:00 | 251 | < 0.1% | |
| 2020-07-19 17:00:00 | 249 | < 0.1% | |
| 2020-07-24 18:41:00 | 249 | < 0.1% | |
| 2020-07-27 09:00:00 | 249 | < 0.1% | |
| Other values (21858) | 822156 | 99.2% |
Unique
| Unique | 2433 ? |
|---|---|
| Unique (%) | 0.3% |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 5048244 | 32.1% | |
| 2 | 2551694 | 16.2% | |
| - | 1657564 | 10.5% | |
| : | 1657564 | 10.5% | |
| 7 | 1080865 | 6.9% | |
| 1 | 1064464 | 6.8% | |
| 828782 | 5.3% | ||
| 3 | 407325 | 2.6% | |
| 5 | 376756 | 2.4% | |
| 4 | 319580 | 2.0% | |
| 8 | 256174 | 1.6% | |
| 6 | 255407 | 1.6% | |
| 9 | 242439 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 11602948 | 73.7% | |
| Dash Punctuation | 1657564 | 10.5% | |
| Other Punctuation | 1657564 | 10.5% | |
| Space Separator | 828782 | 5.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 5048244 | 43.5% | |
| 2 | 2551694 | 22.0% | |
| 7 | 1080865 | 9.3% | |
| 1 | 1064464 | 9.2% | |
| 3 | 407325 | 3.5% | |
| 5 | 376756 | 3.2% | |
| 4 | 319580 | 2.8% | |
| 8 | 256174 | 2.2% | |
| 6 | 255407 | 2.2% | |
| 9 | 242439 | 2.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 1657564 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 828782 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| : | 1657564 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 15746858 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 5048244 | 32.1% | |
| 2 | 2551694 | 16.2% | |
| - | 1657564 | 10.5% | |
| : | 1657564 | 10.5% | |
| 7 | 1080865 | 6.9% | |
| 1 | 1064464 | 6.8% | |
| 828782 | 5.3% | ||
| 3 | 407325 | 2.6% | |
| 5 | 376756 | 2.4% | |
| 4 | 319580 | 2.0% | |
| 8 | 256174 | 1.6% | |
| 6 | 255407 | 1.6% | |
| 9 | 242439 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 15746858 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 5048244 | 32.1% | |
| 2 | 2551694 | 16.2% | |
| - | 1657564 | 10.5% | |
| : | 1657564 | 10.5% | |
| 7 | 1080865 | 6.9% | |
| 1 | 1064464 | 6.8% | |
| 828782 | 5.3% | ||
| 3 | 407325 | 2.6% | |
| 5 | 376756 | 2.4% | |
| 4 | 319580 | 2.0% | |
| 8 | 256174 | 1.6% | |
| 6 | 255407 | 1.6% | |
| 9 | 242439 | 1.5% |
| Distinct | 673 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 55 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 912890.7759 |
|---|---|
| Minimum | 830003 |
| Maximum | 998100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 830003 |
|---|---|
| 5-th percentile | 842301 |
| Q1 | 864705 |
| median | 911605 |
| Q3 | 955406 |
| 95-th percentile | 985906 |
| Maximum | 998100 |
| Range | 168097 |
| Interquartile range (IQR) | 90701 |
Descriptive statistics
| Standard deviation | 48772.53683 |
|---|---|
| Coefficient of variation (CV) | 0.05342647567 |
| Kurtosis | -1.360478284 |
| Mean | 912890.7759 |
| Median Absolute Deviation (MAD) | 46796 |
| Skewness | 0.1373984419 |
| Sum | 7.565372341e+11 |
| Variance | 2378760349 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 985906 | 42101 | 5.1% | |
| 946801 | 30857 | 3.7% | |
| 967600 | 26910 | 3.2% | |
| 863007 | 22731 | 2.7% | |
| 864207 | 14106 | 1.7% | |
| 862201 | 13634 | 1.6% | |
| 887603 | 12639 | 1.5% | |
| 893106 | 12316 | 1.5% | |
| 887904 | 12288 | 1.5% | |
| 932207 | 12279 | 1.5% | |
| 862108 | 12221 | 1.5% | |
| 984502 | 12127 | 1.5% | |
| 937906 | 11613 | 1.4% | |
| 985609 | 11500 | 1.4% | |
| 970001 | 11312 | 1.4% | |
| 989309 | 11204 | 1.4% | |
| 980003 | 10805 | 1.3% | |
| 831504 | 10029 | 1.2% | |
| 864902 | 9218 | 1.1% | |
| 936903 | 9157 | 1.1% | |
| 883809 | 8773 | 1.1% | |
| 860206 | 7746 | 0.9% | |
| 987708 | 7243 | 0.9% | |
| 881408 | 6886 | 0.8% | |
| 892103 | 6796 | 0.8% | |
| Other values (648) | 482236 | 58.2% |
| Value | Count | Frequency (%) | |
| 830003 | 1270 | 0.2% | |
| 830107 | 982 | 0.1% | |
| 830200 | 1549 | 0.2% | |
| 830304 | 1773 | 0.2% | |
| 830709 | 845 | 0.1% | |
| 831203 | 1092 | 0.1% | |
| 831400 | 2285 | 0.3% | |
| 831504 | 10029 | 1.2% | |
| 831608 | 127 | < 0.1% | |
| 831805 | 219 | < 0.1% |
| Value | Count | Frequency (%) | |
| 998100 | 61 | < 0.1% | |
| 997502 | 66 | < 0.1% | |
| 997108 | 10 | < 0.1% | |
| 996904 | 92 | < 0.1% | |
| 996603 | 23 | < 0.1% | |
| 996302 | 53 | < 0.1% | |
| 995808 | 19 | < 0.1% | |
| 995600 | 1 | < 0.1% | |
| 995507 | 146 | < 0.1% | |
| 995403 | 58 | < 0.1% |
operation_st_id
Real number (ℝ≥0)
| Distinct | 673 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 55 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2000675118 |
|---|---|
| Minimum | 2000035090 |
| Maximum | 2002026609 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 2000035090 |
|---|---|
| 5-th percentile | 2000035530 |
| Q1 | 2000037062 |
| median | 2000038840 |
| Q3 | 2001930760 |
| 95-th percentile | 2001933494 |
| Maximum | 2002026609 |
| Range | 1991519 |
| Interquartile range (IQR) | 1893698 |
Descriptive statistics
| Standard deviation | 895367.6921 |
|---|---|
| Coefficient of variation (CV) | 0.0004475327772 |
| Kurtosis | -1.520544385 |
| Mean | 2000675118 |
| Median Absolute Deviation (MAD) | 2476 |
| Skewness | 0.6922906096 |
| Sum | 1.658013489e+15 |
| Variance | 8.016833041e+11 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2000038976 | 42101 | 5.1% | |
| 2000037862 | 30857 | 3.7% | |
| 2000038600 | 26910 | 3.2% | |
| 2001933494 | 22731 | 2.7% | |
| 2001930816 | 14106 | 1.7% | |
| 2001930776 | 13634 | 1.6% | |
| 2000035530 | 12639 | 1.5% | |
| 2000035966 | 12316 | 1.5% | |
| 2000035564 | 12288 | 1.5% | |
| 2000037064 | 12279 | 1.5% | |
| 2001930794 | 12221 | 1.5% | |
| 2000038950 | 12127 | 1.5% | |
| 2000037532 | 11613 | 1.4% | |
| 2000038970 | 11500 | 1.4% | |
| 2000038624 | 11312 | 1.4% | |
| 2000039132 | 11204 | 1.4% | |
| 2000038840 | 10805 | 1.3% | |
| 2001930534 | 10029 | 1.2% | |
| 2000039908 | 9218 | 1.1% | |
| 2000037498 | 9157 | 1.1% | |
| 2000035252 | 8773 | 1.1% | |
| 2001930760 | 7746 | 0.9% | |
| 2000039016 | 7243 | 0.9% | |
| 2000035194 | 6886 | 0.8% | |
| 2000035890 | 6796 | 0.8% | |
| Other values (648) | 482236 | 58.2% |
| Value | Count | Frequency (%) | |
| 2000035090 | 24 | < 0.1% | |
| 2000035110 | 543 | 0.1% | |
| 2000035130 | 409 | < 0.1% | |
| 2000035140 | 284 | < 0.1% | |
| 2000035162 | 486 | 0.1% | |
| 2000035176 | 3 | < 0.1% | |
| 2000035182 | 686 | 0.1% | |
| 2000035194 | 6886 | 0.8% | |
| 2000035212 | 67 | < 0.1% | |
| 2000035216 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2002026609 | 2664 | 0.3% | |
| 2002026607 | 1 | < 0.1% | |
| 2002025667 | 2 | < 0.1% | |
| 2002025275 | 6 | < 0.1% | |
| 2002023867 | 69 | < 0.1% | |
| 2002023505 | 18 | < 0.1% | |
| 2002023503 | 16 | < 0.1% | |
| 2001933538 | 698 | 0.1% | |
| 2001933536 | 1351 | 0.2% | |
| 2001933530 | 1744 | 0.2% |
operation_train
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| 5 | |
|---|---|
| 71 | 43518 |
| 30 | 1366 |
| 35 | 2 |
| Value | Count | Frequency (%) | |
| 5 | 783896 | 94.6% | |
| 71 | 43518 | 5.3% | |
| 30 | 1366 | 0.2% | |
| 35 | 2 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.054158995 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 830148 | 32.8% | |
| . | 828782 | 32.7% | |
| 5 | 783898 | 31.0% | |
| 7 | 43518 | 1.7% | |
| 1 | 43518 | 1.7% | |
| 3 | 1368 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 1702450 | 67.3% | |
| Other Punctuation | 828782 | 32.7% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 830148 | 48.8% | |
| 5 | 783898 | 46.0% | |
| 7 | 43518 | 2.6% | |
| 1 | 43518 | 2.6% | |
| 3 | 1368 | 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 828782 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 2531232 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 830148 | 32.8% | |
| . | 828782 | 32.7% | |
| 5 | 783898 | 31.0% | |
| 7 | 43518 | 1.7% | |
| 1 | 43518 | 1.7% | |
| 3 | 1368 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2531232 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 830148 | 32.8% | |
| . | 828782 | 32.7% | |
| 5 | 783898 | 31.0% | |
| 7 | 43518 | 1.7% | |
| 1 | 43518 | 1.7% | |
| 3 | 1368 | 0.1% |
| Distinct | 4331 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 527 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30857507.38 |
|---|---|
| Minimum | 0 |
| Maximum | 99964849 |
| Zeros | 103858 |
| Zeros (%) | 12.5% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1098923 |
| median | 16176445 |
| Q3 | 58786880 |
| 95-th percentile | 93149858 |
| Maximum | 99964849 |
| Range | 99964849 |
| Interquartile range (IQR) | 57687957 |
Descriptive statistics
| Standard deviation | 33069699.5 |
|---|---|
| Coefficient of variation (CV) | 1.071690564 |
| Kurtosis | -1.047264971 |
| Mean | 30857507.38 |
| Median Absolute Deviation (MAD) | 16176445 |
| Skewness | 0.6796297129 |
| Sum | 2.555788477e+13 |
| Variance | 1.093605025e+15 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 103858 | 12.5% | |
| 26635687 | 24074 | 2.9% | |
| 71479207 | 22927 | 2.8% | |
| 5757676 | 21249 | 2.6% | |
| 1126631 | 21244 | 2.6% | |
| 48134187 | 19665 | 2.4% | |
| 93149858 | 16551 | 2.0% | |
| 80298858 | 16268 | 2.0% | |
| 20439962 | 15072 | 1.8% | |
| 39513543 | 15014 | 1.8% | |
| 10891709 | 13478 | 1.6% | |
| 12776421 | 12896 | 1.6% | |
| 26644096 | 9576 | 1.2% | |
| 161878 | 9196 | 1.1% | |
| 5785164 | 9003 | 1.1% | |
| 14999355 | 8871 | 1.1% | |
| 1126022 | 8180 | 1.0% | |
| 186720 | 7912 | 1.0% | |
| 81213597 | 7205 | 0.9% | |
| 83262 | 6929 | 0.8% | |
| 1125399 | 6757 | 0.8% | |
| 1126648 | 6583 | 0.8% | |
| 14788090 | 6563 | 0.8% | |
| 73116035 | 6479 | 0.8% | |
| 79601286 | 5606 | 0.7% | |
| Other values (4306) | 427099 | 51.5% |
| Value | Count | Frequency (%) | |
| 0 | 103858 | 12.5% | |
| 18595 | 118 | < 0.1% | |
| 44474 | 934 | 0.1% | |
| 59625 | 41 | < 0.1% | |
| 64537 | 63 | < 0.1% | |
| 83262 | 6929 | 0.8% | |
| 103094 | 1708 | 0.2% | |
| 105147 | 6 | < 0.1% | |
| 105182 | 976 | 0.1% | |
| 105199 | 2202 | 0.3% |
| Value | Count | Frequency (%) | |
| 99964849 | 2 | < 0.1% | |
| 99863723 | 31 | < 0.1% | |
| 99849255 | 117 | < 0.1% | |
| 99803052 | 1 | < 0.1% | |
| 99769585 | 1 | < 0.1% | |
| 99435157 | 11 | < 0.1% | |
| 99417515 | 2 | < 0.1% | |
| 99415491 | 555 | 0.1% | |
| 99339028 | 2 | < 0.1% | |
| 99332842 | 9 | < 0.1% |
rodvag
Real number (ℝ≥0)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.5564491 |
|---|---|
| Minimum | 20 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 60 |
| median | 60 |
| Q3 | 70 |
| 95-th percentile | 96 |
| Maximum | 99 |
| Range | 79 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 15.67728566 |
|---|---|
| Coefficient of variation (CV) | 0.2428461583 |
| Kurtosis | 1.170603518 |
| Mean | 64.5564491 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.1729368058 |
| Sum | 53503223 |
| Variance | 245.7772857 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 60 | 529466 | 63.9% | |
| 70 | 88228 | 10.6% | |
| 90 | 67182 | 8.1% | |
| 96 | 60625 | 7.3% | |
| 40 | 43246 | 5.2% | |
| 20 | 24064 | 2.9% | |
| 93 | 5572 | 0.7% | |
| 95 | 5013 | 0.6% | |
| 92 | 3734 | 0.5% | |
| 87 | 1642 | 0.2% | |
| 99 | 10 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20 | 24064 | 2.9% | |
| 40 | 43246 | 5.2% | |
| 60 | 529466 | 63.9% | |
| 70 | 88228 | 10.6% | |
| 87 | 1642 | 0.2% | |
| 90 | 67182 | 8.1% | |
| 92 | 3734 | 0.5% | |
| 93 | 5572 | 0.7% | |
| 95 | 5013 | 0.6% | |
| 96 | 60625 | 7.3% |
| Value | Count | Frequency (%) | |
| 99 | 10 | < 0.1% | |
| 96 | 60625 | 7.3% | |
| 95 | 5013 | 0.6% | |
| 93 | 5572 | 0.7% | |
| 92 | 3734 | 0.5% | |
| 90 | 67182 | 8.1% | |
| 87 | 1642 | 0.2% | |
| 70 | 88228 | 10.6% | |
| 60 | 529466 | 63.9% | |
| 40 | 43246 | 5.2% |
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 46070 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.05552106 |
|---|---|
| Minimum | 3 |
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 10 |
| median | 30 |
| Q3 | 52 |
| 95-th percentile | 83 |
| Maximum | 89 |
| Range | 86 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 24.79548588 |
|---|---|
| Coefficient of variation (CV) | 0.7280900456 |
| Kurtosis | -1.102973155 |
| Mean | 34.05552106 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.4553154027 |
| Sum | 26655665 |
| Variance | 614.8161202 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 10 | 345205 | 41.7% | |
| 52 | 114636 | 13.8% | |
| 50 | 61997 | 7.5% | |
| 83 | 44366 | 5.4% | |
| 40 | 39007 | 4.7% | |
| 20 | 34294 | 4.1% | |
| 63 | 33322 | 4.0% | |
| 58 | 28272 | 3.4% | |
| 30 | 27308 | 3.3% | |
| 72 | 16946 | 2.0% | |
| 55 | 16125 | 1.9% | |
| 89 | 10104 | 1.2% | |
| 54 | 7993 | 1.0% | |
| 81 | 688 | 0.1% | |
| 57 | 467 | 0.1% | |
| 82 | 435 | 0.1% | |
| 56 | 372 | < 0.1% | |
| 88 | 329 | < 0.1% | |
| 64 | 296 | < 0.1% | |
| 53 | 252 | < 0.1% | |
| 65 | 196 | < 0.1% | |
| 87 | 47 | < 0.1% | |
| 3 | 40 | < 0.1% | |
| 61 | 14 | < 0.1% | |
| 84 | 1 | < 0.1% | |
| (Missing) | 46070 | 5.6% |
| Value | Count | Frequency (%) | |
| 3 | 40 | < 0.1% | |
| 10 | 345205 | 41.7% | |
| 20 | 34294 | 4.1% | |
| 30 | 27308 | 3.3% | |
| 40 | 39007 | 4.7% | |
| 50 | 61997 | 7.5% | |
| 52 | 114636 | 13.8% | |
| 53 | 252 | < 0.1% | |
| 54 | 7993 | 1.0% | |
| 55 | 16125 | 1.9% |
| Value | Count | Frequency (%) | |
| 89 | 10104 | 1.2% | |
| 88 | 329 | < 0.1% | |
| 87 | 47 | < 0.1% | |
| 84 | 1 | < 0.1% | |
| 83 | 44366 | 5.4% | |
| 82 | 435 | 0.1% | |
| 81 | 688 | 0.1% | |
| 72 | 16946 | 2.0% | |
| 65 | 196 | < 0.1% | |
| 64 | 296 | < 0.1% |
| Distinct | 2068 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 527 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41657844.58 |
|---|---|
| Minimum | 0 |
| Maximum | 99976605 |
| Zeros | 95858 |
| Zeros (%) | 11.6% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5757676 |
| median | 48134187 |
| Q3 | 69546824 |
| 95-th percentile | 93315475 |
| Maximum | 99976605 |
| Range | 99976605 |
| Interquartile range (IQR) | 63789148 |
Descriptive statistics
| Standard deviation | 33246640.51 |
|---|---|
| Coefficient of variation (CV) | 0.7980883514 |
| Kurtosis | -1.431521086 |
| Mean | 41657844.58 |
| Median Absolute Deviation (MAD) | 32934737 |
| Skewness | 0.1044068635 |
| Sum | 3.450331806e+13 |
| Variance | 1.105339105e+15 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 95858 | 11.6% | |
| 52682351 | 45770 | 5.5% | |
| 56738657 | 29585 | 3.6% | |
| 93315475 | 28720 | 3.5% | |
| 68398528 | 28571 | 3.4% | |
| 48134187 | 19891 | 2.4% | |
| 69546824 | 19634 | 2.4% | |
| 14788090 | 19177 | 2.3% | |
| 80298858 | 18289 | 2.2% | |
| 15199450 | 16342 | 2.0% | |
| 26635687 | 15229 | 1.8% | |
| 93149858 | 14784 | 1.8% | |
| 5757676 | 14483 | 1.7% | |
| 83262 | 13196 | 1.6% | |
| 81213597 | 11927 | 1.4% | |
| 28384864 | 11153 | 1.3% | |
| 12776421 | 11104 | 1.3% | |
| 55472826 | 10716 | 1.3% | |
| 73472132 | 10581 | 1.3% | |
| 186720 | 8693 | 1.0% | |
| 14999355 | 8540 | 1.0% | |
| 94421386 | 8501 | 1.0% | |
| 78465421 | 8382 | 1.0% | |
| 81195103 | 7812 | 0.9% | |
| 26644096 | 7409 | 0.9% | |
| Other values (2043) | 343908 | 41.5% |
| Value | Count | Frequency (%) | |
| 0 | 95858 | 11.6% | |
| 44474 | 813 | 0.1% | |
| 64537 | 38 | < 0.1% | |
| 83262 | 13196 | 1.6% | |
| 105207 | 1 | < 0.1% | |
| 105236 | 1 | < 0.1% | |
| 105457 | 9 | < 0.1% | |
| 108708 | 14 | < 0.1% | |
| 109783 | 4 | < 0.1% | |
| 118977 | 1075 | 0.1% |
| Value | Count | Frequency (%) | |
| 99976605 | 3 | < 0.1% | |
| 99863723 | 45 | < 0.1% | |
| 99849255 | 12 | < 0.1% | |
| 99835017 | 1 | < 0.1% | |
| 99769585 | 6 | < 0.1% | |
| 99435157 | 32 | < 0.1% | |
| 99417515 | 1 | < 0.1% | |
| 99415491 | 1383 | 0.2% | |
| 99029960 | 62 | < 0.1% | |
| 98951282 | 3 | < 0.1% |
ssp_station_esr
Real number (ℝ≥0)
| Distinct | 701 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 902122.4535 |
|---|---|
| Minimum | 104 |
| Maximum | 998100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 104 |
|---|---|
| 5-th percentile | 840005 |
| Q1 | 864207 |
| median | 920002 |
| Q3 | 967600 |
| 95-th percentile | 985906 |
| Maximum | 998100 |
| Range | 997996 |
| Interquartile range (IQR) | 103393 |
Descriptive statistics
| Standard deviation | 107582.0709 |
|---|---|
| Coefficient of variation (CV) | 0.1192543989 |
| Kurtosis | 37.78733846 |
| Mean | 902122.4535 |
| Median Absolute Deviation (MAD) | 49999 |
| Skewness | -5.433729669 |
| Sum | 7.476628513e+11 |
| Variance | 1.157390199e+10 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 985906 | 42273 | 5.1% | |
| 946801 | 32293 | 3.9% | |
| 967600 | 27653 | 3.3% | |
| 850007 | 27537 | 3.3% | |
| 863007 | 23678 | 2.9% | |
| 970001 | 17921 | 2.2% | |
| 864207 | 17329 | 2.1% | |
| 860206 | 14718 | 1.8% | |
| 862201 | 14035 | 1.7% | |
| 887904 | 13786 | 1.7% | |
| 930004 | 13447 | 1.6% | |
| 893106 | 13180 | 1.6% | |
| 887603 | 13177 | 1.6% | |
| 862108 | 12794 | 1.5% | |
| 932207 | 12557 | 1.5% | |
| 984502 | 12242 | 1.5% | |
| 937906 | 11652 | 1.4% | |
| 985609 | 11500 | 1.4% | |
| 840005 | 11491 | 1.4% | |
| 862305 | 11427 | 1.4% | |
| 989205 | 11262 | 1.4% | |
| 980003 | 11147 | 1.3% | |
| 831504 | 10192 | 1.2% | |
| 864902 | 10115 | 1.2% | |
| 925701 | 9463 | 1.1% | |
| Other values (676) | 421913 | 50.9% |
| Value | Count | Frequency (%) | |
| 104 | 3 | < 0.1% | |
| 706 | 68 | < 0.1% | |
| 1003 | 108 | < 0.1% | |
| 1107 | 107 | < 0.1% | |
| 1200 | 142 | < 0.1% | |
| 1408 | 26 | < 0.1% | |
| 1501 | 74 | < 0.1% | |
| 10303 | 36 | < 0.1% | |
| 18502 | 536 | 0.1% | |
| 20706 | 340 | < 0.1% |
| Value | Count | Frequency (%) | |
| 998100 | 1 | < 0.1% | |
| 997502 | 36 | < 0.1% | |
| 996904 | 10 | < 0.1% | |
| 996800 | 2 | < 0.1% | |
| 996603 | 23 | < 0.1% | |
| 996302 | 430 | 0.1% | |
| 995808 | 11 | < 0.1% | |
| 995507 | 121 | < 0.1% | |
| 995403 | 151 | < 0.1% | |
| 995102 | 51 | < 0.1% |
| Distinct | 673 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 6665 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013704797 |
|---|---|
| Minimum | 2000035070 |
| Maximum | 2.000800815e+11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 2000035070 |
|---|---|
| 5-th percentile | 2000035552 |
| Q1 | 2000037064 |
| median | 2000038840 |
| Q3 | 2001930698 |
| 95-th percentile | 2001933498 |
| Maximum | 2.000800815e+11 |
| Range | 1.980800464e+11 |
| Interquartile range (IQR) | 1893634 |
Descriptive statistics
| Standard deviation | 1605297057 |
|---|---|
| Coefficient of variation (CV) | 0.7971858927 |
| Kurtosis | 15219.47187 |
| Mean | 2013704797 |
| Median Absolute Deviation (MAD) | 2328 |
| Skewness | 123.3751596 |
| Sum | 1.655500947e+15 |
| Variance | 2.57697864e+18 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2000038976 | 42273 | 5.1% | |
| 2000037862 | 32293 | 3.9% | |
| 2000038600 | 27653 | 3.3% | |
| 2001930698 | 27537 | 3.3% | |
| 2001933494 | 23678 | 2.9% | |
| 2000038624 | 17921 | 2.2% | |
| 2001930816 | 17329 | 2.1% | |
| 2001930760 | 14718 | 1.8% | |
| 2001930776 | 14035 | 1.7% | |
| 2000035564 | 13786 | 1.7% | |
| 2000036956 | 13447 | 1.6% | |
| 2000035966 | 13180 | 1.6% | |
| 2000035530 | 13177 | 1.6% | |
| 2001930794 | 12794 | 1.5% | |
| 2000037064 | 12557 | 1.5% | |
| 2000038950 | 12242 | 1.5% | |
| 2000037532 | 11652 | 1.4% | |
| 2000038970 | 11500 | 1.4% | |
| 2001930622 | 11491 | 1.4% | |
| 2001930778 | 11427 | 1.4% | |
| 2000039126 | 11262 | 1.4% | |
| 2000038840 | 11147 | 1.3% | |
| 2001930534 | 10192 | 1.2% | |
| 2000039908 | 10115 | 1.2% | |
| 2000036868 | 9463 | 1.1% | |
| Other values (648) | 415248 | 50.1% |
| Value | Count | Frequency (%) | |
| 2000035070 | 2 | < 0.1% | |
| 2000035090 | 1 | < 0.1% | |
| 2000035110 | 5276 | 0.6% | |
| 2000035130 | 594 | 0.1% | |
| 2000035140 | 11 | < 0.1% | |
| 2000035162 | 189 | < 0.1% | |
| 2000035176 | 7 | < 0.1% | |
| 2000035182 | 418 | 0.1% | |
| 2000035194 | 6928 | 0.8% | |
| 2000035212 | 77 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.000800815e+11 | 51 | < 0.1% | |
| 2.000800023e+11 | 3 | < 0.1% | |
| 2002036661 | 24 | < 0.1% | |
| 2002034347 | 100 | < 0.1% | |
| 2002031027 | 3 | < 0.1% | |
| 2002030161 | 1 | < 0.1% | |
| 2002030159 | 12 | < 0.1% | |
| 2002030157 | 271 | < 0.1% | |
| 2002030061 | 1 | < 0.1% | |
| 2002029881 | 93 | < 0.1% |
| Distinct | 5885 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 45731 |
| Missing (%) | 5.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3416.781459 |
|---|---|
| Minimum | 0 |
| Maximum | 12434 |
| Zeros | 2305 |
| Zeros (%) | 0.3% |
| Memory size | 6.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 744 |
| Q1 | 1640 |
| median | 2496 |
| Q3 | 5985 |
| 95-th percentile | 6505 |
| Maximum | 12434 |
| Range | 12434 |
| Interquartile range (IQR) | 4345 |
Descriptive statistics
| Standard deviation | 2202.639677 |
|---|---|
| Coefficient of variation (CV) | 0.6446533686 |
| Kurtosis | -1.290286982 |
| Mean | 3416.781459 |
| Median Absolute Deviation (MAD) | 1382 |
| Skewness | 0.4179188377 |
| Sum | 2675514138 |
| Variance | 4851621.548 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6246 | 2663 | 0.3% | |
| 0 | 2305 | 0.3% | |
| 6261 | 2274 | 0.3% | |
| 6277 | 2232 | 0.3% | |
| 6256 | 2219 | 0.3% | |
| 6265 | 2193 | 0.3% | |
| 6241 | 2131 | 0.3% | |
| 6245 | 2105 | 0.3% | |
| 6259 | 2026 | 0.2% | |
| 6262 | 1996 | 0.2% | |
| 6301 | 1817 | 0.2% | |
| 6272 | 1792 | 0.2% | |
| 6242 | 1790 | 0.2% | |
| 6247 | 1781 | 0.2% | |
| 6273 | 1773 | 0.2% | |
| 6270 | 1758 | 0.2% | |
| 6275 | 1715 | 0.2% | |
| 1706 | 1683 | 0.2% | |
| 6254 | 1676 | 0.2% | |
| 6267 | 1659 | 0.2% | |
| 1698 | 1648 | 0.2% | |
| 6266 | 1605 | 0.2% | |
| 6298 | 1581 | 0.2% | |
| 6283 | 1581 | 0.2% | |
| 1697 | 1569 | 0.2% | |
| Other values (5860) | 735479 | 88.7% | |
| (Missing) | 45731 | 5.5% |
| Value | Count | Frequency (%) | |
| 0 | 2305 | 0.3% | |
| 5 | 1 | < 0.1% | |
| 19 | 1 | < 0.1% | |
| 21 | 276 | < 0.1% | |
| 22 | 101 | < 0.1% | |
| 23 | 36 | < 0.1% | |
| 24 | 221 | < 0.1% | |
| 25 | 112 | < 0.1% | |
| 26 | 55 | < 0.1% | |
| 27 | 49 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12434 | 2 | < 0.1% | |
| 8999 | 35 | < 0.1% | |
| 8998 | 60 | < 0.1% | |
| 8997 | 66 | < 0.1% | |
| 8993 | 29 | < 0.1% | |
| 8988 | 7 | < 0.1% | |
| 8987 | 146 | < 0.1% | |
| 8985 | 64 | < 0.1% | |
| 8981 | 22 | < 0.1% | |
| 8972 | 33 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | index_train | length | car_number | destination_esr | adm | danger | gruz | loaded | operation_car | operation_date | operation_st_esr | operation_st_id | operation_train | receiver | rodvag | rod_train | sender | ssp_station_esr | ssp_station_id | tare_weight | weight_brutto | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6 | 8.624092e+14 | 1.0 | 62826326 | 460005.0 | NaN | NaN | 161170.0 | 1.0 | 4.0 | 2020-07-16 08:28:00 | 862409.0 | 2.001933e+09 | 5.0 | 0.0 | 60.0 | 10.0 | 14788090.0 | 460005.0 | 2.002029e+09 | NaN | 6246.0 |
| 1 | 7 | 8.878008e+14 | 1.0 | 62826987 | 986103.0 | NaN | NaN | 161128.0 | 1.0 | 4.0 | 2020-07-15 19:59:00 | 887800.0 | 2.000036e+09 | 5.0 | 1126631.0 | 60.0 | 54.0 | 26648885.0 | 920002.0 | 2.000037e+09 | NaN | 6237.0 |
| 2 | 15 | 9.676009e+14 | 1.0 | 62845375 | 913206.0 | NaN | NaN | 161128.0 | 2.0 | 4.0 | 2020-07-16 12:50:00 | 967600.0 | 2.000039e+09 | 5.0 | 13141274.0 | 60.0 | 10.0 | 69546824.0 | 967600.0 | 2.000039e+09 | NaN | 1940.0 |
| 3 | 16 | 9.795044e+14 | 1.0 | 62845052 | 911605.0 | NaN | NaN | 161128.0 | 2.0 | 4.0 | 2020-07-16 08:03:00 | 979504.0 | 2.002027e+09 | 5.0 | 161878.0 | 60.0 | 52.0 | 68398528.0 | 979608.0 | 2.002027e+09 | NaN | 1481.0 |
| 4 | 21 | 8.630076e+14 | 1.0 | 62844311 | 76404.0 | NaN | NaN | 161113.0 | 1.0 | 4.0 | 2020-07-16 11:20:00 | 863007.0 | 2.001933e+09 | 5.0 | 39513543.0 | 60.0 | 10.0 | 26635687.0 | 863007.0 | 2.001933e+09 | NaN | 6307.0 |
| 5 | 24 | 8.630071e+14 | 1.0 | 62846928 | 986103.0 | NaN | NaN | 161113.0 | 1.0 | 4.0 | 2020-07-16 05:51:00 | 863007.0 | 2.001933e+09 | 5.0 | 1126631.0 | 60.0 | 10.0 | 54998897.0 | 863007.0 | 2.001933e+09 | NaN | 6248.0 |
| 6 | 33 | 8.878008e+14 | 1.0 | 62846134 | 986103.0 | NaN | NaN | 161128.0 | 1.0 | 4.0 | 2020-07-15 19:59:00 | 887800.0 | 2.000036e+09 | 5.0 | 1126631.0 | 60.0 | 54.0 | 26648885.0 | 920002.0 | 2.000037e+09 | NaN | 6237.0 |
| 7 | 37 | 9.676008e+14 | 1.0 | 62845730 | 887904.0 | NaN | NaN | 161113.0 | 2.0 | 4.0 | 2020-07-16 15:40:00 | 967600.0 | 2.000039e+09 | 5.0 | 81195103.0 | 60.0 | 10.0 | 52682351.0 | 967600.0 | 2.000039e+09 | NaN | 1687.0 |
| 8 | 55 | 9.859068e+14 | 1.0 | 62844071 | 861406.0 | NaN | NaN | 161170.0 | 2.0 | 4.0 | 2020-07-16 07:22:00 | 985906.0 | 2.000039e+09 | 5.0 | 20439962.0 | 60.0 | 63.0 | 69546824.0 | 985906.0 | 2.000039e+09 | NaN | 2044.0 |
| 9 | 56 | 9.859068e+14 | 1.0 | 62844071 | 861406.0 | NaN | NaN | 161170.0 | 2.0 | 4.0 | 2020-07-16 07:24:00 | 985906.0 | 2.000039e+09 | 5.0 | 20439962.0 | 60.0 | 63.0 | 69546824.0 | 985906.0 | 2.000039e+09 | NaN | 2044.0 |
Last rows
| df_index | index_train | length | car_number | destination_esr | adm | danger | gruz | loaded | operation_car | operation_date | operation_st_esr | operation_st_id | operation_train | receiver | rodvag | rod_train | sender | ssp_station_esr | ssp_station_id | tare_weight | weight_brutto | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 828772 | 4189880 | 8.621081e+14 | 1.0 | 62817036 | NaN | NaN | NaN | 161128.0 | 1.0 | 4.0 | 2020-07-16 00:18:00 | 862108.0 | 2.001931e+09 | 5.0 | 97728197.0 | 60.0 | 58.0 | 93149858.0 | 862108.0 | 2.001931e+09 | NaN | 7939.0 |
| 828773 | 4189883 | 9.245018e+14 | 1.0 | 62816723 | 862201.0 | NaN | NaN | 421034.0 | 2.0 | 4.0 | 2020-07-16 15:35:00 | 924501.0 | 2.000037e+09 | 5.0 | 93149858.0 | 60.0 | 52.0 | 68398528.0 | 924501.0 | 2.000037e+09 | NaN | 1696.0 |
| 828774 | 4189888 | 8.647058e+14 | 1.0 | 62816178 | 986103.0 | NaN | NaN | 161185.0 | 1.0 | 4.0 | 2020-07-16 06:04:00 | 864705.0 | 2.001934e+09 | 5.0 | 1126631.0 | 60.0 | 55.0 | 55472826.0 | 864705.0 | 2.001934e+09 | NaN | 6299.0 |
| 828775 | 4189897 | 9.044047e+14 | 1.0 | 62813985 | 967808.0 | NaN | NaN | 161128.0 | 1.0 | 4.0 | 2020-07-16 13:39:00 | 904404.0 | 2.000036e+09 | 5.0 | 1126163.0 | 60.0 | 10.0 | 0.0 | 910000.0 | 2.000036e+09 | NaN | 5610.0 |
| 828776 | 4189900 | 9.859068e+14 | 1.0 | 62814017 | 862201.0 | NaN | NaN | 161016.0 | 2.0 | 4.0 | 2020-07-16 05:00:00 | 985906.0 | 2.000039e+09 | 5.0 | 93149858.0 | 60.0 | 10.0 | 68398528.0 | 985906.0 | 2.000039e+09 | NaN | 1994.0 |
| 828777 | 4189903 | 8.631001e+14 | 1.0 | 62813852 | 592204.0 | NaN | NaN | 161043.0 | 1.0 | 4.0 | 2020-07-16 01:05:00 | 863100.0 | 2.001931e+09 | 5.0 | 5757665.0 | 60.0 | 10.0 | 43830663.0 | 592204.0 | 2.002016e+09 | NaN | 6295.0 |
| 828778 | 4189907 | 8.630074e+14 | 1.0 | 62813340 | 967808.0 | NaN | NaN | 161128.0 | 1.0 | 4.0 | 2020-07-16 06:06:00 | 863007.0 | 2.001933e+09 | 5.0 | 1126163.0 | 60.0 | 10.0 | 93149858.0 | 863007.0 | 2.001933e+09 | NaN | 6275.0 |
| 828779 | 4189909 | 9.683023e+14 | 1.0 | 62827514 | 862201.0 | NaN | NaN | 161128.0 | 2.0 | 4.0 | 2020-07-16 12:10:00 | 968302.0 | 2.000039e+09 | 5.0 | 93149858.0 | 60.0 | 72.0 | 68398528.0 | 968209.0 | 2.000039e+09 | NaN | 243.0 |
| 828780 | 4189910 | 8.600099e+14 | 1.0 | 62827548 | 76404.0 | NaN | NaN | 161185.0 | 1.0 | 4.0 | 2020-07-16 03:29:00 | 860009.0 | 2.001933e+09 | 5.0 | 39513543.0 | 60.0 | 10.0 | 76900054.0 | 860009.0 | 2.001933e+09 | NaN | 6256.0 |
| 828781 | 4189911 | 8.600099e+14 | 1.0 | 62827548 | 76404.0 | NaN | NaN | 161185.0 | 1.0 | 4.0 | 2020-07-16 03:30:00 | 860009.0 | 2.001933e+09 | 5.0 | 39513543.0 | 60.0 | 10.0 | 76900054.0 | 860009.0 | 2.001933e+09 | NaN | 6256.0 |